* Counterfactual Machine Learning (updated 2024-12-08) ~ youtor.org

Counterfactual Machine Learning (updated 2024-12-08)

Counterfactual explanations explained [upl. by Gertrudis410]

Counterfactual explanations explained

Duration: 34:31
2.4K views | 22 Jul 2021

141 Counterfactuals [upl. by Ylsel]

141 Counterfactuals

Duration: 5:23
11.5K views | 9 Dec 2020

Explainable AI explained 5 Counterfactual explanations and adversarial attacks [upl. by Timothea]

Explainable AI explained 5 Counterfactual explanations and adversarial attacks

Duration: 16:57
23.5K views | 17 Mar 2021

142 Computing Counterfactuals [upl. by Leak620]

142 Computing Counterfactuals

Duration: 13:37
6.6K views | 9 Dec 2020

14 Counterfactuals and Mediation [upl. by Arlinda]

14 Counterfactuals and Mediation

Duration: 34:36
7.7K views | 9 Dec 2020

Counterfactual Learning and Evaluation for Recommender Systems [upl. by Lilith337]

Counterfactual Learning and Evaluation for Recommender Systems

Duration: 3:24:45
11.6K views | 21 Mar 2022

Tutorial Session B Causes and Counterfactuals Concepts Principles and Tools [upl. by Lesly]

Tutorial Session B Causes and Counterfactuals Concepts Principles and Tools

Duration: 2:19:02
3.9K views | 7 Jul 2016

The Use and Misuse of Counterfactuals in Ethical Machine Learning [upl. by Sirehc]

The Use and Misuse of Counterfactuals in Ethical Machine Learning

Duration: 21:17
425 views | 5 May 2021

Susan Athey Counterfactual Inference NeurIPS 2018 Tutorial [upl. by Marjy585]

Susan Athey Counterfactual Inference NeurIPS 2018 Tutorial

Duration: 2:04:01
9.6K views | 14 Dec 2018

Unbiased Learning to Rank Counterfactual and Online Approaches The Web Conference 2020 Tutorial [upl. by Peugia]

Unbiased Learning to Rank Counterfactual and Online Approaches The Web Conference 2020 Tutorial

Duration: 3:51:09
6.4K views | 22 Apr 2020

Michael Manapat Counterfactual evaluation of machine learning models [upl. by Eirehc196]

Michael Manapat Counterfactual evaluation of machine learning models

Duration: 44:32
13.2K views | 10 Aug 2015

Causality Counterfactuals Part A [upl. by Eugen]

Causality Counterfactuals Part A

Duration: 46:25
3.3K views | 8 Mar 2022

Introduction to Counterfactual Learning to Rank Talk at Farfetch [upl. by Nyleek499]

Introduction to Counterfactual Learning to Rank Talk at Farfetch

Duration: 46:49
1.1K views | 30 Jun 2020

Counterfactual Fairness [upl. by Ennaihs]

Counterfactual Fairness

Duration: 19:11
5.4K views | 1 Aug 2018

Causality Counterfactuals Part B [upl. by Hesoj240]

Causality Counterfactuals Part B

Duration: 43:43
1.5K views | 8 Mar 2022

Model Agnostic Generation of Counterfactual Explanations for Molecules Geemi Wellawatte [upl. by Avie122]

Model Agnostic Generation of Counterfactual Explanations for Molecules Geemi Wellawatte

Duration: 56:15
552 views | 1 Feb 2022

72 NoAssumptions Bound and ObservationalCounterfactual Decomposition [upl. by Adnarom]

72 NoAssumptions Bound and ObservationalCounterfactual Decomposition

Duration: 9:11
3.4K views | 12 Oct 2020

Causality and counterfactuals [upl. by Caton]

Causality and counterfactuals

Duration: 10:34
11.3K views | 29 Jan 2020

Unifying the Counterfactual and Graphical Approaches to Causality [upl. by Vasily334]

Unifying the Counterfactual and Graphical Approaches to Causality

Duration: 1:24:07
8.4K views | 20 Mar 2014

Frontiers in Machine Learning Big Ideas in Causality and Machine Learning [upl. by Gitel385]

Frontiers in Machine Learning Big Ideas in Causality and Machine Learning

Duration: 1:35:59
15.9K views | 28 Jul 2020

PR097 Learning Representations for Counterfactual Inference [upl. by Ayokahs]

PR097 Learning Representations for Counterfactual Inference

Duration: 25:48
1K views | 8 Jul 2018

Keynote The Mathematics of Causal Inference with Reflections on Machine Learning [upl. by Mima]

Keynote The Mathematics of Causal Inference with Reflections on Machine Learning

Duration: 1:11:32
29.3K views | 8 Aug 2016

What is a Counterfactual Philosophical Definition [upl. by Eilsew]

What is a Counterfactual Philosophical Definition

Duration: 5:07
24.5K views | 3 Jun 2018

Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations [upl. by Abocaj]

Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations

Duration: 8:11
2.9K views | 4 Mar 2020

Algorithmic Recourse from Counterfactual Explanations to Interventions [upl. by Limoli]

Algorithmic Recourse from Counterfactual Explanations to Interventions

Duration: 15:16
634 views | 15 Jul 2020

Counterfactual Evaluation and Learning from Logged User Feedback [upl. by Llemor]

Counterfactual Evaluation and Learning from Logged User Feedback

Duration: 1:16:06
3.7K views | 5 Oct 2016

Counterfactuals Causal Inference Bootcamp [upl. by Kimball]

Counterfactuals Causal Inference Bootcamp

Duration: 4:53
41.7K views | 2 Sep 2015

Counterfactual Impact Evaluation CIE [upl. by Bettencourt814]

Counterfactual Impact Evaluation CIE

Duration: 7:56
4.4K views | 25 Oct 2016

11 Introduction to Machine Learning [upl. by Ahsain]

11 Introduction to Machine Learning

Duration: 51:31
1.7M views | 19 May 2017

Counterfactual Fairness Matt Kusner The Alan Turing Institute [upl. by Moreland]

Counterfactual Fairness Matt Kusner The Alan Turing Institute

Duration: 46:22
3.5K views | 28 Feb 2018

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